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Advanced signal processing on brain event-related potentials : filtering ERPs in time, frequency and space domains sequentially and simultaneously

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Author(s): Cong, Fengyu; Lyytinen, Heikki; Ristaniemi, Tapani
Publisher: World Scientific
Year: 2015

Language: English
Pages: 224
Tags: Приборостроение;Обработка сигналов;

Content: Illustrations of Digital Filter, Fourier Transform and Wavelet Transform by the Definition of Correlation
Wavelet Filter Design Based on Frequency Responses for Filtering ERP Data with Duration of One Epoch
Individual-Level Independent Component Analysis to Extract ERPs' Components from Averaged EEG Data Over Single Trials
Multi-Domain Feature of an ERP Extracted by Nonnegative Tensor Factorization: New Approach for Group-Level Analysis of EEPs
Analysis of Ongoing EEG During Real-World Music Experiences by Nonnegative Tensor Factorization